Ashley Avis

Ashley Avis Email and Phone Number

Raleigh, NC, US
Ashley Avis's Location
Raleigh, North Carolina, United States, United States
Ashley Avis's Contact Details

Ashley Avis personal email

n/a
About Ashley Avis

Data science feeds my obsession to understand what makes the world tick and what we can do about it. Data science tools can shed light on why something is happening, but the fun part to me is that it's more like a guidepost, pointing you in the direction you need to dig in further. I am passionate about ensuring that we implement machine learning responsibly and that we consider the ethics of our choices before jumping in. Telling stories with data and empowering others to use data to make decisions wakes me up in the morning. Check out my projects at: https://gitlab.com/amlawso3.

Ashley Avis's Current Company Details
University of North Carolina at Chapel Hill

University Of North Carolina At Chapel Hill

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Lead Data Scientist
Raleigh, NC, US
Ashley Avis Work Experience Details
  • University Of North Carolina At Chapel Hill
    Lead Data Scientist
    University Of North Carolina At Chapel Hill
    Raleigh, Nc, Us
  • University Of North Carolina At Chapel Hill
    Lead Data Scientist
    University Of North Carolina At Chapel Hill Sep 2023 - Present
    Lead a pod of 5 members including Data Scientists and Junior Data Scientists/AnalystsSupport and mentor teammates with claims data, methods, and other skillsContribute to the Leadership Team including methods for improving project intake, aligning with our goals/interests, and improving other initiatives within the teamServe as a Primary Data Scientist on 4-5 projects
  • University Of North Carolina At Chapel Hill
    Data Scientist
    University Of North Carolina At Chapel Hill Jan 2022 - Aug 2023
    Served as the Primary Data Scientist on 4-6 projects with efforts in requirements gathering, project management, communicating findings, and supporting teammates in their roles.Developed a predictive model for recidivism with a focus on equity and model fairness. Utilized machine learning techniques including binning (smbinning in R), Random Forests, LASSO Logistic Regression, Decision Trees, and Logistic Regression. Generated ad hoc reports and statistical analyses for populations of interest to the Division of Health Benefits.Implemented linkage processes for Birth Certificate data to the Medicaid populationAutomated ingest programs for 6 datasets and automated reports for annual health metrics and hospital utilization. Collaborated with team members to develop Python functions for exploratory data analysis and metrics for data quality monitoring.Collaborated with team members to develop a training curriculum to teach new team members about claims data.Collaborated with teammates to develop documentation for data analysis plans, data security, and data documentation including definitions and important policy changes that impact NC Medicaid.Trained new teammates on claims data and the move to Managed Care in NC.
  • Trudatarx
    Analyst
    Trudatarx May 2021 - Dec 2021
    Led business requirements sessions to outline the current state of our technology and improve understanding of how to utilize our toolsAnalyzed claims data utilizing clinical efficacy data to identify savings opportunities for prospective clients of around $500K to $18MCollaborated with team members to develop scripts for automating routine processesBuilt a prototype optimization model to find savings opportunities for clients and explain the story of their pharmacy spend
  • Davie County High School
    High School Mathematics Teacher
    Davie County High School Jan 2019 - Jun 2020
    Instructed classes of ~25 students in 9th and 10th gradeTaught material including Algebra, Geometry, and StatisticsDifferentiated instruction and assignments to meet student learning needs and challenge students to discover math concepts togetherDemonstrated innovative teaching strategies to support student learning Collaborated with team members to create lessons, adapt materials, and write assessmentsPresented at local and state conferences on math classroom cultures and pattern-based instruction
  • Meet My Future
    Founder & Director
    Meet My Future May 2017 - Jan 2019
    Designed a career development program to educate students about career options and goalsLed professionals in engaging 100 elementary students in hands-on career activitiesInvited to speak at Sandy Ridge Elementary School and NC State UniversityMeet My Future is a grassroots community organization dedicated to improving the career development, educational attainment, and opportunity for rural students, families, and communities
  • Stage Door Dance Productions
    Dance Teacher
    Stage Door Dance Productions Jan 2015 - Dec 2018
    Taught jazz, ballet, and hip hop for students from 2-18Substituted and assisted other teachers in various dance classesOperated the front desk as needed to answer any student or parent questions
  • Americorps Vista
    Teacher Intern
    Americorps Vista May 2018 - Aug 2018
    Kinston, North Carolina, United States
    Supported summer school teachers in Lenoir County Public School to help students who were retaking end-of-course assessmentsEarned Apple Teacher CertificationSupported the Career and Technical Education Department with sharing career information with studentsEngaged with professional development around new state standards and innovative teaching strategiesThis experience was part of the Teacher Innovation Program with NC State and various local education agencies across NC
  • The William And Ida Friday Institute For Educational Innovation
    Undergraduate Research Assistant
    The William And Ida Friday Institute For Educational Innovation May 2017 - Jun 2017
    Raleigh-Durham, North Carolina Area
    Conducted research on the effects of peer-to-peer and facilitator-to-student interactions on student argumentationTranscribed, coded, and analyzed video files of facilitator talk and student talk during STEM projectsAided in the development of a codebook and literature review
  • North Carolina State University
    Common Core State Standards Implementation Researcher
    North Carolina State University Jan 2017 - Jun 2017
    Raleigh-Durham, North Carolina Area
    Research to support teachers in their implementation of the Common Core State StandardsOrganized digital video by detailing 10-minute intervals, making notes, and identifying themesLead two undergraduate STEM Education Research Fellows and advised them on research practices
  • Marian Drane Graham Scholars Program
    Internship
    Marian Drane Graham Scholars Program May 2016 - Jul 2016
    Interned with the NC Department of Public Instruction with Tom Tomberlin in the Department of Human Resources and Educator EffectivenessResearched the differences and similarities between urban, suburban, and rural students when making college decisions based on distance from their homeUndergraduate internship and learning experience through the UNC System to educate undergraduate students about the relationship between government and higher education
  • Smart Collaborative
    Undergraduate Researcher
    Smart Collaborative Aug 2015 - May 2016
    Ncsu
    Analyzed data on student motivational perceptionsWorked with PROMOT to increase the use of motivational findingsCompleted literature reviewsMade blog posts to help disseminate information about motivation to teachers
  • Cabarrus County Schools
    Summer Intern
    Cabarrus County Schools Jun 2015 - Jul 2015
    Worked at a week-long Summer Bridge Camp designed to help rising sixth grade students adjust to middle school using STEM projects (many were Title 1 students)Worked at a week-long ASPIRE Invention Camp that focused on fostering a desire for STEM in rising sixth through eighth grade students (many were Title 1 students)Worked for four weeks at two Summer Reading Camps designed for students that need more time in a classroom to improve their reading skills

Ashley Avis Skills

Leadership Presentation Skills Powerpoint R Public Speaking Data Science Teaching Data Analysis Tableau Sas Microsoft Office Relationship Building Microsoft Excel Facilitation Sql Python Project Management Research Machine Learning Data Visualization Data Mining

Ashley Avis Education Details

Frequently Asked Questions about Ashley Avis

What company does Ashley Avis work for?

Ashley Avis works for University Of North Carolina At Chapel Hill

What is Ashley Avis's role at the current company?

Ashley Avis's current role is Lead Data Scientist.

What is Ashley Avis's email address?

Ashley Avis's email address is aa****@****unc.edu

What schools did Ashley Avis attend?

Ashley Avis attended North Carolina State University, North Carolina State University.

What skills is Ashley Avis known for?

Ashley Avis has skills like Leadership, Presentation Skills, Powerpoint, R, Public Speaking, Data Science, Teaching, Data Analysis, Tableau, Sas, Microsoft Office, Relationship Building.

Who are Ashley Avis's colleagues?

Ashley Avis's colleagues are Caroline Martin, Msw, Mph, Todd Hazelton, Mark Burgess, Rose Mary Xavier, Katelyn Rittenhouse, Jane Gaultney, Clifford Poole.

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